esmtools: Preprocessing Experience Sampling Method (ESM) Data

Tailored explicitly for Experience Sampling Method (ESM) data, it contains a suite of functions designed to simplify preprocessing steps and create subsequent reporting. It empowers users with capabilities to extract critical insights during preprocessing, conducts thorough data quality assessments (e.g., design and sampling scheme checks, compliance rate, careless responses), and generates visualizations and concise summary tables tailored specifically for ESM data. Additionally, it streamlines the creation of informative and interactive preprocessing reports, enabling researchers to transparently share their dataset preprocessing methodologies. Finally, it is part of a larger ecosystem which includes a framework and a web gallery (<>).

Version: 1.0.1
Depends: R (≥ 4.0.0)
Imports: base64enc (≥ 0.1-3), dplyr (≥ 1.1.0), DT (≥ 0.28), fs (≥ 1.6.0), ggplot2 (≥ 3.4.0), ggpubr (≥ 0.6.0), grDevices, htmltools, jsonlite (≥ 1.8.0), kableExtra (≥ 1.3.0), knitr (≥ 1.43), lubridate (≥ 1.9.0), stats, stringr (≥ 1.5.0), tidyr (≥ 1.3.0), tools
Suggests: readxl (≥ 1.4.2), spelling, testthat (≥ 3.0.0)
Published: 2024-03-13
DOI: 10.32614/CRAN.package.esmtools
Author: Jordan Revol ORCID iD [aut, cre, cph], Koen Niemeijer ORCID iD [ctb]
Maintainer: Jordan Revol <jordan.revol at>
License: GPL (≥ 3)
NeedsCompilation: no
Language: en-US
Materials: README NEWS
CRAN checks: esmtools results


Reference manual: esmtools.pdf


Package source: esmtools_1.0.1.tar.gz
Windows binaries: r-devel:, r-release:, r-oldrel:
macOS binaries: r-release (arm64): esmtools_1.0.1.tgz, r-oldrel (arm64): esmtools_1.0.1.tgz, r-release (x86_64): esmtools_1.0.1.tgz, r-oldrel (x86_64): esmtools_1.0.1.tgz
Old sources: esmtools archive


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